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Generative AI

Bridging the Discovery Gap: From Raw Interviews to Actionable OSTs

From Customer Interviews to an Opportunity Solution Tree—In Minutes

Most product teams know they should be interviewing customers. And more teams than ever are actually doing it. That's the good news. The bad news? Many teams are struggling with what comes next. I've written before about the challenge of interview synthesis—going from a stack

Context Engineering: 5 Familiar Strategies from Real Product Teams

Audio Version ($) I've been getting a lot of questions about why I'm diving so deep into Claude Code. So I want to take a step back and provide some context. Last March, when I started building my first AI product—the Product Talk Interview Coach—I

Context Rot: Why AI Gets Worse the Longer You Chat (And How to Fix It)

Audio Version ($) Have you ever noticed that AI gets worse the longer you talk to it? I first noticed this when I was trying to fix bugs on Replit. I'd spin in an endless cycle of asking the agent to fix something and it would report back that

How Does ChatGPT Work? A Guide for the Rest of Us

Audio Version ($) Everybody is buzzing about generative AI and there's a lot of jargon that comes along with it: tokens, embeddings, attention, neural networks, transformers. Whether we are talking about ChatGPT, Claude, or Gemini, the large language models all work the same way. But understanding how they work

A list of the 6 Claude Code Building Blocks: Markdown files, slash commands, agents, skills, hooks, and plugins.

How to Use Claude Code: A Guide to Slash Commands, Agents, Skills, and Plug-ins

Audio Version ($) I've been going deep on Claude Code. I'm finding this has been a better strategy for getting value out of AI—rather than trying every new tool on the market. By focusing on one tool, I've been able to learn how to

A screenshot of my headlines slash command.

How to Build AI Workflows with Claude Code (Even If You're Not Technical)

Audio Version ($) My writing process used to be messy. I'd start with a brain dump of everything that was swirling in my head. Then I would try to structure it into an outline. But I often lost patience with that. So I'd just start writing. Then

A screenshot that shows my today slash command retrieveing cards from Trello, generating my to do list for the day, and generating my research digest.

How to Choose Which Tasks to Automate with AI (+50 Real Examples)

Audio Version ($) Every morning, I sit down at my computer with my cup of coffee and I type /today into Claude Code. I take my first few sips of coffee as I watch Claude retrieve new tasks from my Trello board, generate a today.md file with a list of